FastAPI – Build Professional AI Projects for Your Portfolio Pt 1

Description

Want to build a real-world AI Resume Editor and ATS Scoring Web App using FastAPI, Gemini API, and ChatGPT from scratch? This video is Part 1 of a complete open-source series where we build a professional AI Resume Improvement tool that anyone can use in their portfolio, freelancing projects, or job applications. ✅ You can copy this project, customize it, and showcase it as real experience! In this part, we start the project, write the core code, set up the environment, integrate Gemini API, and build the web structure. The app currently has an error and is not fully running, but in the next video we will fix it and run the app successfully. ✅ What You Will Learn in Part 1: How to plan and start a FastAPI project Giving the right prompt to ChatGPT to generate code Creating folders, files, and project structure Fixing code copy/paste issues Making utility and template files (Jinja2 + HTML) Writing a professional README Setting up Conda environment Installing Python, FastAPI, and libraries Adding Gemini API key securely First attempt to run the web app (with error) ✅ Why This Project Is Valuable ✔ Real-world AI project (not just theory) ✔ Uses FastAPI (industry standard) ✔ Integrates Gemini AI for resume enhancement ✔ ATS-style resume scoring logic ✔ Open-source – you can use it freely ✔ Perfect for portfolio, resume, freelancing, job interviews ✔ Shows full-stack + AI integration skills ⏱ Timestamps 0:00 Welcome to the project 0:03 Introduction to this video (Part 1) 0:24 Starting the AI Resume App (FastAPI + Gemini) 0:50 Giving the prompt to ChatGPT 1:09 Trying to copy the generated code 1:49 Starting the project setup 2:50 Creating project files and folders 3:27 Fixing the copy/paste code error 3:50 Applying the corrected code 4:07 Creating utility (utils) files 4:47 Building templates and HTML files 5:18 Writing the README file 6:00 Creating the Conda environment 6:30 Installing Python and activating environment 7:07 Installing FastAPI and required libraries 7:40 Copying the Gemini API key (.env) 8:06 Running the app (error appears) 8:18 End of Part 1 and what’s next ✅ What’s Next? In Part 2, we will fix the error and successfully run the AI Resume App. 🌍 Use This Project for Portfolio or Jobs! (Open Source) You are free to: ✔ Use this project in your resume ✔ Add it to GitHub/portfolio ✔ Customize and improve it ✔ Show it to clients or employers ✔ Build your freelancing career with it 🔗 Follow Me for More Projects & Learning LinkedIn (career & freelancing tips): https://www.linkedin.com/in/ahmad-azhar-518231294/ GitHub (source code & open-source projects): https://github.com/MuhammadAhmadBhutta Twitter / X (AI & coding updates): https://x.com/BestThe34569?s=09 Kaggle (ML & data science projects): https://www.kaggle.com/muhammadahmadbhutta 📢 Don’t forget to Subscribe https://www.youtube.com/@CODEWITHBHUTTAG ✅ YT Titles Build AI Resume Editor with FastAPI & Gemini API (Part 1) FastAPI + Gemini: Create an AI Resume Web App (From Scratch) Build ATS Resume Scoring App in FastAPI (Part 1) AI Resume Improvement Web App Using FastAPI (Tutorial) FastAPI Project: AI Resume Tool with Gemini (Part 1) Create AI Resume Builder with FastAPI and ChatGPT FastAPI + Gemini API: Resume ATS Tool (Part 1) Build AI Resume Web App for Portfolio or Job FastAPI Resume Editor Project (Open Source) Build AI Resume App Step by Step in FastAPI Resume ATS & AI Editor in Python FastAPI (Part 1) FastAPI Full Project: AI Resume App (Start to Finish) Gemini API + FastAPI Resume Builder Tutorial Build Professional AI Resume App (Part 1) Open Source Resume AI Web App with FastAPI AI Resume Improvement Tool in Python (Part 1) FastAPI Project for Portfolio: Resume AI App Create ATS Resume Web App Using FastAPI Build AI Resume Platform in Python FastAPI FastAPI + Gemini AI Resume App (Open Source) 🔍YT TAGS ai resume editor, fastapi project, build resume web app, gemini api tutorial, resume ats scoring, resume improvement ai, chatgpt project tutorial, python fastapi web app, open source fastapi project, portfolio project python, freelance project idea, resume builder ai, ats friendly resume, conda environment setup, upload resume python, pdf resume processing, generative ai resume, fastapi tutorial, codewithbhuttag, resume editor web app, ai project for jobs, beginner to advanced fastapi 🔥 YT HASHTAGS #codewithbhuttag #FastAPI #GeminiAPI #AIProjects #ResumeBuilder #ATSTool #PythonProject #OpenSource #PortfolioProject #ChatGPT